Old Dominion University
United States
Virginia-UCLA-Toronto Biomarker Characterization Center
The critical challenge in the clinical management of newly-diagnosed localized prostate cancer remains distinguishing indolent from aggressive and life-threatening cancers. Biomarkers are urgently needed to identify those patients who harbor aggressive disease and will derive benefit from definitive treatment. We therefore, propose to apply complimentary proteogenomic-based discovery approaches to identify and then validate molecular features in prostate proximal fluids and tumor tissues that will be utilized in accurate early detection of aggressive forms of prostate cancer and improve disease risk stratification. The intended use of these biomarkers will be the early identification of men at risk for grade progression and improved riskstratification for them. We have three biomarker development laboratory aims: 1) Validate our existing urine-based biomarkers for grade progression in a ProBE-compliant study selected from our own cohorts and the EDRN GU upgrading study. 2) Develop and validate urine and tissue-based biomarkers for the risk-stratification of MRI “invisible” high-grade lesions. 3) Develop and validate biomarkers to sub-stratify risk associated with deleterious germline BRCA2 variants. Our biomarker reference laboratory will develop and validate targeted clinically robust assays for multi-protein biomarkers panels. We will also develop decision algorithms that are cross-referenced for statistical rigor and benchmarked for optimal clinical performance. In addition to these BCC activities, we will develop robust PRM-MS assays and statistically rigorous decision tools for other EDRN BCCs and CVCs. Taken together, our EDRN biomarker characterization center will be a core part of the the EDRN ecosystem. We will continue to actively participate in trans-Network activities, and to share patient cohorts, protocols, datasets and analysis approaches and expertise. We will supplement these activities by focusing on promoting the growth of new and diverse talent in biomarker development through fostering junior investigator involvement across the full spectrum of biomarker development.
Publications
- Yamaguchi TN, Houlahan KE, Zhu H, Kurganovs N, Livingstone J, Fox NS, Yuan J, Sietsma Penington J, Jung CH, Schwarz T, Jaratlerdsiri W, van Riet J, Georgeson P, Mangiola S, Taraszka K, Lesurf R, Jiang J, Chow K, Heisler LE, Shiah YJ, Ramanand SG, Clarkson MJ, Nguyen A, Espiritu SMG, Stuchbery R, Jovelin R, Huang V, Bell C, O'Connor E, McCoy PJ, Lalansingh CM, Cmero M, Salcedo A, Chan EKF, Liu LY, Stricker PD, Bhandari V, Bornman RMS, Sendorek DHS, Lonie A, Prokopec SD, Fraser M, Peters JS, Foucal A, Mutambirwa SBA, Mcintosh L, Orain M, Wakefield M, Picard V, Park DJ, Hovington H, Kerger M, Bergeron A, Sabelnykova V, Seo JH, Pomerantz MM, Zaitlen N, Waszak SM, Gusev A, Lacombe L, Fradet Y, Ryan A, Kishan AU, Lolkema MP, Weischenfeldt J, Têtu B, Costello AJ, Hayes VM, Hung RJ, He HH, McPherson JD, Pasaniuc B, van der Kwast T, Papenfuss AT, Freedman ML, Pope BJ, Bristow RG, Mani RS, Corcoran NM, Reimand J, Hovens CM, Boutros PC. The Germline and Somatic Origins of Prostate Cancer Heterogeneity. Cancer discovery. 2025 May 2;15(5):988-1017. PMID: 39945744
- Salcedo A, Tarabichi M, Buchanan A, Espiritu SMG, Zhang H, Zhu K, Ou Yang TH, Leshchiner I, Anastassiou D, Guan Y, Jang GH, Mootor MFE, Haase K, Deshwar AG, Zou W, Umar I, Dentro S, Wintersinger JA, Chiotti K, Demeulemeester J, Jolly C, Sycza L, Ko M, PCAWG Evolution and Heterogeneity Working Group, SMC-Het Participants, Wedge DC, Morris QD, Ellrott K, Van Loo P, Boutros PC, Dentro SC, Leshchiner I, Gerstung M, Tarabichi M, Wintersinger J, Deshwar AG, Yu K, Gonzalez S, Rubanova Y, Macintyre G, Adams DJ, Anur P, Beroukhim R, Boutros PC, Bowtell DD, Campbell PJ, Cao S, Christie EL, Cmero M, Cun Y, Dawson KJ, Donmez N, Drews RM, Eils R, Fan Y, Fittall M, Garsed DW, Getz G, Ha G, Imielinski M, Jerman L, Ji Y, Kleinheinz K, Lee J, Lee-Six H, Livitz DG, Malikic S, Markowetz F, Martincorena I, Mitchell TJ, Mustonen V, Oesper L, Peifer M, Peto M, Raphael BJ, Rosebrock D, Sahinalp SC, Salcedo A, Schlesner M, Schumacher S, Sengupta S, Shi R, Shin SJ, Stein LD, Spiro O, Vázquez-García I, Vembu S, Wheeler DA, Yang TP, Yao X, Yuan K, Zhu H, Wang W, Morris QD, Spellman PT, Wedge DC, Van Loo P, Jha A, Huang T, Yang TP, Peifer M, Sahinalp SC, Malikic S, Vázquez-García I, Mustonen V, Yang HT, Lee KR, Ji Y, Sengupta S, Justine R, Macha N, Quentin S, Yuan K, Markowetz F, Macintyre G, Cmero M, Chaudhary B, Leshchiner I, Livitz D, Getz G, Loher P, Yu K, Wang W, Zhu H. Crowd-sourced benchmarking of single-sample tumor subclonal reconstruction. Nature biotechnology. 2025 Apr;43(4):581-592. Epub 2024 Jun 11. PMID: 38862616
- Xu X, Zhu H, Hugh-White R, Livingstone J, Eng S, Zeltser N, Wang Y, Pajdzik K, Chen S, Houlahan KE, Luo W, Liu S, Xu X, Sheng M, Guo WY, Arbet J, Song Y, Wang M, Zeng Y, Wang S, Zhu G, Gao T, Chen W, Ci X, Xu W, Xu K, Orain M, Picard V, Hovington H, Bergeron A, Lacombe L, Têtu B, Fradet Y, Lupien M, Wei GH, Koritzinsky M, Bristow RG, Fleshner NE, Wu X, Shao Y, He C, Berlin A, van der Kwast T, Leong H, Boutros PC, He HH. The landscape of N6-methyladenosine in localized primary prostate cancer. Nature genetics. 2025 Apr;57(4):934-948. Epub 2025 Mar 24. PMID: 40128621
- Jalan M, Brambati A, Shah H, McDermott N, Patel J, Zhu Y, Doymaz A, Wu J, Anderson KS, Gazzo A, Pareja F, Yamaguchi TN, Vougiouklakis T, Ahmed-Seghir S, Steinberg P, Neiman-Golden A, Azeroglu B, Gomez-Aguilar J, da Silva EM, Hussain S, Higginson D, Boutros PC, Riaz N, Reis-Filho JS, Powell SN, Sfeir A. RNA transcripts serve as a template for double-strand break repair in human cells. Nature communications. 2025 May 10;16(1):4349. PMID: 40348775
- Giafaglione JM, Crowell PD, Delcourt AML, Hashimoto T, Ha SM, Atmakuri A, Nunley NM, Dang RMA, Tian M, Diaz JA, Tika E, Payne MC, Burkhart DL, Li D, Navone NM, Corey E, Nelson PS, Lin NYC, Blanpain C, Ellis L, Boutros PC, Goldstein AS. Prostate lineage-specific metabolism governs luminal differentiation and response to antiandrogen treatment. Nature cell biology. 2023 Dec;25(12):1821-1832. Epub 2023 Dec 4. PMID: 38049604
- Haas R, Patel Y, Liu LY, Huang RR, Weiner A, Yamaguchi TN, Agrawal R, Boutros PC, Reiter RE. Divergent Evolution in Bilateral Prostate Cancer: a Case Study. medRxiv : the preprint server for health sciences. 2024 Aug 23. PMID: 39228741
- Frame G, Leong H, Haas R, Huang X, Wright J, Emmenegger U, Downes M, Boutros PC, Kislinger T, Liu SK. Targeting PLOD2 suppresses invasion and metastatic potential in radiorecurrent prostate cancer. BJC reports. 2024;2(1):60. Epub 2024 Aug 21. PMID: 39184453
- Wang NK, Wiltsie N, Winata HK, Fitz-Gibbon S, Gonzalez AE, Zeltser N, Agrawal R, Oh J, Arbet J, Patel Y, Yamaguchi TN, Boutros PC. StableLift: Optimized Germline and Somatic Variant Detection Across Genome Builds. bioRxiv : the preprint server for biology. 2024 Nov 3. PMID: 39554127
- Weiner AB, Agrawal R, Valle LF, Sonni I, Kishan AU, Rettig MB, Raman SS, Calais J, Boutros PC, Reiter RE. Impact of PSMA PET on Prostate Cancer Management. Current treatment options in oncology. 2024 Feb;25(2):191-205. Epub 2024 Jan 25. PMID: 38270802
- Silver SV, Tucker KJ, Vickman RE, Lanman NA, Semmes OJ, Alvarez NS, Popovics P. Characterization of prostate macrophage heterogeneity, foam cell markers, and CXCL17 upregulation in a mouse model of steroid hormone imbalance. Scientific reports. 2024 Sep 9;14(1):21029. PMID: 39251671
- Zhu C, Liu LY, Ha A, Yamaguchi TN, Zhu H, Hugh-White R, Livingstone J, Patel Y, Kislinger T, Boutros PC. moPepGen: Rapid and Comprehensive Identification of Non-canonical Peptides. bioRxiv : the preprint server for biology. 2024 Nov 5. PMID: 38585946
- Patel Y, Zhu C, Yamaguchi TN, Bugh YZ, Tian M, Holmes A, Fitz-Gibbon ST, Boutros PC. NFTest: automated testing of Nextflow pipelines. Bioinformatics (Oxford, England). 2024 Feb 1;40. (2). PMID: 38341660
- Silver SV, Tucker KJ, Vickman RE, Lanman NA, Semmes OJ, Alvarez NS, Popovics P. PROSTATE CELL HETEROGENEITY AND CXCL17 UPREGULATION IN MOUSE STEROID HORMONE IMBALANCE. bioRxiv : the preprint server for biology. 2024 Apr 28. PMID: 38712029
- Ha A, Khoo A, Ignatchenko V, Khan S, Waas M, Vesprini D, Liu SK, Nyalwidhe JO, Semmes OJ, Boutros PC, Kislinger T. Comprehensive Prostate Fluid-Based Spectral Libraries for Enhanced Protein Detection in Urine. Journal of proteome research. 2024 May 3;23(5):1768-1778. Epub 2024 Apr 5. PMID: 38580319
- Weiner AB, Agrawal R, Wang NK, Sonni I, Li EV, Arbet J, Zhang JJH, Proudfoot JA, Hong BH, Davicioni E, Kane N, Valle LF, Kishan AU, Pra AD, Ghadjar P, Sweeney CJ, Nickols NG, Karnes RJ, Shen J, Rettig MB, Czernin J, Ross AE, Lee Kiang Chua M, Schaeffer EM, Calais J, Boutros PC, Reiter RE. Molecular Hallmarks of Prostate-specific Membrane Antigen in Treatment-naïve Prostate Cancer. European urology. 2024 Dec;86(6):579-587. Epub 2024 Sep 17. PMID: 39294048
- Khoo A, Liu LY, Nyalwidhe JO, Semmes OJ, Vesprini D, Downes MR, Boutros PC, Liu SK, Kislinger T. Proteomic discovery of non-invasive biomarkers of localized prostate cancer using mass spectrometry. Nature reviews. Urology. 2021 Dec;18(12):707-724. Epub 2021 Aug 27. PMID: 34453155
- Ranathunge C, Patel SS, Pinky L, Correll VL, Chen S, Semmes OJ, Armstrong RK, Combs CD, Nyalwidhe JO. promor: a comprehensive R package for label-free proteomics data analysis and predictive modeling. Bioinformatics advances. 2023 Mar 7;3(1):vbad025. doi: 10.1093/bioadv/vbad025. eCollection 2023. PMID: 36922981
- Liss MA, Leach RJ, Sanda MG, Semmes OJ. Prostate Cancer Biomarker Development: National Cancer Institute's Early Detection Research Network Prostate Cancer Collaborative Group Review. Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology. 2020 Dec;29(12):2454-2462. Epub 2020 Oct 22. PMID: 33093161
- Mackay S, Hitefield NL, Oduor IO, Roberts AB, Burch TC, Lance RS, Cunningham TD, Troyer DA, Semmes OJ, Nyalwidhe JO. Site-Specific Intact N-Linked Glycopeptide Characterization of Prostate-Specific Membrane Antigen from Metastatic Prostate Cancer Cells. ACS omega. 2022 Aug 18;7(34):29714-29727. doi: 10.1021/acsomega.2c02265. eCollection 2022 Aug 30. PMID: 36061737
- Khoo A, Govindarajan M, Qiu Z, Liu LY, Ignatchenko V, Waas M, Macklin A, Keszei A, Neu S, Main BP, Yang L, Lance RS, Downes MR, Semmes OJ, Vesprini D, Liu SK, Nyalwidhe JO, Boutros PC, Kislinger T. Prostate cancer reshapes the secreted and extracellular vesicle urinary proteomes. Nature communications. 2024 Jun 13;15(1):5069. PMID: 38871730
- Haas R, Frame G, Khan S, Neilsen BK, Hong BH, Yeo CPX, Yamaguchi TN, Ong EHW, Zhao W, Carlin B, Yeo ELL, Tan KM, Bugh YZ, Zhu C, Hugh-White R, Livingstone J, Poon DJJ, Chu PL, Patel Y, Tao S, Ignatchenko V, Kurganovs NJ, Higgins GS, Downes MR, Loblaw A, Vesprini D, Kishan AU, Chua MLK, Kislinger T, Boutros PC, Liu SK. The Proteogenomics of Prostate Cancer Radioresistance. Cancer research communications. 2024 Sep 1;4(9):2463-2479. PMID: 39166898
- Daniels CA, Abdulkadir A, Cleveland MH, McDaniel JH, Jáspez D, Rubio-Rodríguez LA, Muñoz-Barrera A, Lorenzo-Salazar JM, Flores C, Yoo B, Sahraeian SME, Wang Y, Rossi M, Visvanath A, Murray L, Chen WT, Catreux S, Han J, Mehio R, Parnaby G, Carroll A, Chang PC, Shafin K, Cook D, Kolesnikov A, Brambrink L, Mootor MFE, Patel Y, Yamaguchi TN, Boutros PC, Sienkiewicz K, Foox J, Mason CE, Lajoie BR, Ruiz-Perez CA, Kruglyak S, Zook JM, Olson ND. A robust benchmark for detecting low-frequency variants in the HG002 Genome In A Bottle NIST reference material. bioRxiv : the preprint server for biology. 2024 Dec 5. PMID: 39677813
- Arbet J, Yamaguchi TN, Shiah YJ, Hugh-White R, Wiggins A, Oh J, Gebo T, Foucal A, Lesurf R, Jung CH, Dang RMA, Agrawal R, Livingstone J, Salcedo A, Yao CQ, Espiritu SMG, Houlahan KE, Yousif F, Heisler LE, Papenfuss AT, Fraser M, Pope B, Kishan A, Berlin A, Chua MLK, Corcoran NM, van der Kwast T, Hovens CM, Bristow RG, Boutros PC. The Landscape of Prostate Tumour Methylation. bioRxiv : the preprint server for biology. 2025 Apr 28. PMID: 39990314
- Patel Y, Zhu C, Yamaguchi TN, Wang NK, Wiltsie N, Zeltser N, Gonzalez AE, Winata HK, Pan Y, Mootor MFE, Sanders T, Fitz-Gibbon ST, Kandoth C, Livingstone J, Liu LY, Carlin B, Holmes A, Oh J, Sahrmann J, Tao S, Eng S, Hugh-White R, Pashminehazar K, Park A, Beshlikyan A, Jordan M, Wu S, Tian M, Arbet J, Neilsen B, Haas R, Bugh YZ, Kim G, Salmingo J, Zhang W, Anand A, Hwang E, Neiman-Golden A, Steinberg P, Zhao W, Anand P, Agrawal R, Tsai BL, Boutros PC. Metapipeline-DNA: A Comprehensive Germline & Somatic Genomics Nextflow Pipeline. bioRxiv : the preprint server for biology. 2025 Apr 25. PMID: 39282325
- Patel Y, Beshlikyan A, Jordan M, Kim G, Holmes A, Yamaguchi TN, Boutros PC. PipeVal: light-weight extensible tool for file validation. Bioinformatics (Oxford, England). 2024 Feb 1;40. (2). PMID: 38341658
- Zeltser N, Zhu C, Oh J, Li CH, Boutros PC. Sex Differences in Cancer Functional Genomics: Gene Dependency and Drug Sensitivity. bioRxiv : the preprint server for biology. 2025 Mar 21. PMID: 39975298
- Liss MA, Zeltser N, Zheng Y, Lopez C, Liu M, Patel Y, Yamaguchi TN, Eng SE, Tian M, Semmes OJ, Lin DW, Brooks JD, Wei JT, Klein EA, Tewari AK, Mosquera JM, Khani F, Robinson BD, Aasad M, Troyer DA, Kagan J, Sanda MG, Thompson IM, Boutros PC, Leach RJ. Upgrading of Grade Group 1 Prostate Cancer at Prostatectomy: Germline Risk Factors in a Prospective Cohort. Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology. 2024 Nov 1;33(11):1500-1511. PMID: 39158404